> bayesreg b

> map rcmap

> rcmap.infile using /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap.bnd

NOTE: 24 regions read from file /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap.bnd
> map rcmap

ERROR: object rcmap is already existing

> rcmap.infile using /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap1.bnd

NOTE: 24 regions read from file /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap1.bnd
> map rcmap

ERROR: object rcmap is already existing

> rcmap.infile using /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap2.bnd

NOTE: 24 regions read from file /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap2.bnd
> map rcmap

ERROR: object rcmap is already existing

> rcmap.infile using /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap3.bnd

NOTE: 24 regions read from file /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/rcmap3.bnd
> dataset d

> d.infile using /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim.data.raw

NOTE: 8 variables with 7808 observations read from file
/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim.data.raw

> b.outfile = /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim

> b.regress prolabor = district(spatial,map=rcmap) + unionpop*district(spatial,map=rcmap) + aapct*district(spatial,map=rcmap) + urbanpct*district(spatial,map=rcmap) + dem + laborcomm, family=binomialprobit iterations=250000 burnin=2000 step=10 setseed=998307315 predict using d



BAYESREG OBJECT b: regression procedure

GENERAL OPTIONS:

  Number of iterations:  250000
  Burn-in period:        2000
  Thinning parameter:    10


RESPONSE DISTRIBUTION:

  Family: Binomial (probit link)
  Number of observations: 7808
  Number of observations with positive weights: 7808
  Response function: standard normal (probit link)


OPTIONS FOR ESTIMATION:

  OPTIONS FOR FIXED EFFECTS: FixedEffects1

  Priors: diffuse priors

  OPTIONS FOR NONPARAMETRIC TERM: f_district_spatial

  Prior: spatial Markov random field
  Hyperprior a for variance parameter: 0.001
  Hyperprior b for variance parameter: 0.001

  OPTIONS FOR NONPARAMETRIC TERM: unionpop_f_district_spatial

  Prior: spatial Markov random field
  Hyperprior a for variance parameter: 0.001
  Hyperprior b for variance parameter: 0.001

  OPTIONS FOR NONPARAMETRIC TERM: aapct_f_district_spatial

  Prior: spatial Markov random field
  Hyperprior a for variance parameter: 0.001
  Hyperprior b for variance parameter: 0.001

  OPTIONS FOR NONPARAMETRIC TERM: urbanpct_f_district_spatial

  Prior: spatial Markov random field
  Hyperprior a for variance parameter: 0.001
  Hyperprior b for variance parameter: 0.001


MCMC SIMULATION STARTED



Computing starting values (may take some time)

  ITERATION: 1
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  APPROXIMATE RUN TIME: 5 minutes 19 seconds

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  FixedEffects1

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.140907
  Variance:           1.79769e+308
  Minimum:            0.435111
  Maximum:            0.212701



  f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.702054
  Variance:           1.79769e+308
  Minimum:            2.16637
  Maximum:            1.94569



  f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.309385
  Variance:           1.79769e+308
  Minimum:            0.949331
  Maximum:            3.64649



  unionpop_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.391708
  Variance:           1.79769e+308
  Minimum:            2.03503
  Maximum:            2.28251



  unionpop_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.0366556
  Variance:           1.79769e+308
  Minimum:            0.936445
  Maximum:            13.408



  aapct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.336306
  Variance:           1.79769e+308
  Minimum:            1.33343
  Maximum:            1.59253



  aapct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.224434
  Variance:           1.79769e+308
  Minimum:            0.709532
  Maximum:            4.59794



  urbanpct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.388561
  Variance:           1.79769e+308
  Minimum:            0.996755
  Maximum:            1.41461



  urbanpct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.285998
  Variance:           1.79769e+308
  Minimum:            0.799207
  Maximum:            3.29054


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  FixedEffects1

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00141606
  Variance:           0.0277276
  Minimum:            0.0355334
  Maximum:            0.0350694



  f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.0114993
  Variance:           0.0160116
  Minimum:            0.0496698
  Maximum:            0.136811



  f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00375576
  Variance:           0.000335979
  Minimum:            0.170801
  Maximum:            0



  unionpop_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00552609
  Variance:           0.0113757
  Minimum:            0.140121
  Maximum:            0.0815298



  unionpop_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00430675
  Variance:           0.00181034
  Minimum:            0
  Maximum:            0



  aapct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00472878
  Variance:           0.0125148
  Minimum:            0.0643555
  Maximum:            0.14103



  aapct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00867339
  Variance:           0.0243355
  Minimum:            0.287716
  Maximum:            0



  urbanpct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00407506
  Variance:           0.0121607
  Minimum:            0.0720748
  Maximum:            0.153607



  urbanpct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00266691
  Variance:           0.0414885
  Minimum:            0
  Maximum:            0.0102848


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  FixedEffects1

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.000399514
  Variance:           0.0228104
  Minimum:            0.00452426
  Maximum:            0



  f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00632375
  Variance:           0.00949891
  Minimum:            0.0749826
  Maximum:            0.0344718



  f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.0065242
  Variance:           0.00354096
  Minimum:            0
  Maximum:            0



  unionpop_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00200283
  Variance:           0.00789924
  Minimum:            0.160627
  Maximum:            0.0601245



  unionpop_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00257966
  Variance:           0.0165911
  Minimum:            0
  Maximum:            0



  aapct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00203363
  Variance:           0.00848428
  Minimum:            0.055133
  Maximum:            0.161804



  aapct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00510059
  Variance:           0.0197783
  Minimum:            0
  Maximum:            0.285227



  urbanpct_f_district_spatial

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00254787
  Variance:           0.00690311
  Minimum:            0.0269785
  Maximum:            0.141362



  urbanpct_f_district_spatial_variance

  Acceptance rate:    100 %

  Relative Changes in  

  Mean:               0.00103075
  Variance:           0.0136541
  Minimum:            0
  Maximum:            0


  ITERATION: 250000

  FixedEffects1


  Acceptance rate:    100 %


SIMULATION TERMINATED

SIMULATION RUN TIME: 4 minutes 45 seconds


ESTIMATION RESULTS:

  Predicted values:

  Estimated mean of predictors, expectation of response and
  individual deviances are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_predictmean.raw

  Estimation results for the deviance: 

  Mean:             8547.3773
  Std. Dev:         14.00495
  2.5% Quantile:    8521.1383
  10% Quantile:     8529.7602
  50% Quantile:     8546.9685
  90% Quantile:     8565.5694
  97.5% Quantile:   8576.0061

  Samples of the deviance are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_deviance_sample.raw

  Estimation results for the DIC: 

  Deviance(bar_mu):           8490.3383
  pD:                         57.039065
  DIC:                        8604.4164



  FixedEffects1


  Acceptance rate:    100 %


  Variable  mean           Std. Dev.      2.5% quant.    median         97.5% quant.   
    const     -0.397044      0.122302       -0.635077      -0.398644      -0.152774      
    dem       1.48153        0.0405356      1.40285        1.48162        1.56069        
    laborcomm 0.565083       0.0445238      0.477686       0.564898       0.652437       

  Results for fixed effects are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_FixedEffects1.res


  f_district_spatial


  Acceptance rate:    100 %

  Results are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_f_district_spatial.res



  f_district_spatial_variance


  Acceptance rate:    100 %

  Estimation results for the variance component:

  Mean:             0.559422
  Std. dev.:        0.314966
  2.5% Quantile:    0.164979
  10% Quantile:     0.243699
  50% Quantile:     0.489005
  90% Quantile:     0.962587
  97.5% Quantile:   1.36384

  Results for the variance component are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_f_district_spatial_var.res

  Estimation results for the smoothing parameter:

  Mean:             2.38916             (df: 0)
  Std. dev.:        1.47438
  2.5% Quantile:    0.733221            (df: 0)
  10% Quantile:     1.03887             (df: 0)
  50% Quantile:     2.04497             (df: 0)
  90% Quantile:     4.10341             (df: 0)
  97.5% Quantile:   6.06138             (df: 0)

  Results for the smoothing parameter are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_f_district_spatial_lambda.res


  unionpop_f_district_spatial


  Acceptance rate:    100 %

  Results are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_unionpop_f_district_spatial.res



  unionpop_f_district_spatial_variance


  Acceptance rate:    100 %

  Estimation results for the variance component:

  Mean:             0.00438062
  Std. dev.:        0.00372865
  2.5% Quantile:    0.000849187
  10% Quantile:     0.00133114
  50% Quantile:     0.00329293
  90% Quantile:     0.00854447
  97.5% Quantile:   0.0143366

  Results for the variance component are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_unionpop_f_district_spatial_var.res

  Estimation results for the smoothing parameter:

  Mean:             385.187             (df: 0)
  Std. dev.:        299.032
  2.5% Quantile:    69.7518             (df: 0)
  10% Quantile:     117.035             (df: 0)
  50% Quantile:     303.681             (df: 0)
  90% Quantile:     751.237             (df: 0)
  97.5% Quantile:   1177.6              (df: 0)

  Results for the smoothing parameter are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_unionpop_f_district_spatial_lambda.res


  aapct_f_district_spatial


  Acceptance rate:    100 %

  Results are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_aapct_f_district_spatial.res



  aapct_f_district_spatial_variance


  Acceptance rate:    100 %

  Estimation results for the variance component:

  Mean:             0.00208717
  Std. dev.:        0.000930768
  2.5% Quantile:    0.000882506
  10% Quantile:     0.00113646
  50% Quantile:     0.00188839
  90% Quantile:     0.00326834
  97.5% Quantile:   0.00442734

  Results for the variance component are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_aapct_f_district_spatial_var.res

  Estimation results for the smoothing parameter:

  Mean:             567.796             (df: 0)
  Std. dev.:        236.408
  2.5% Quantile:    225.869             (df: 0)
  10% Quantile:     305.966             (df: 0)
  50% Quantile:     529.553             (df: 0)
  90% Quantile:     879.925             (df: 0)
  97.5% Quantile:   1133.14             (df: 0)

  Results for the smoothing parameter are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_aapct_f_district_spatial_lambda.res


  urbanpct_f_district_spatial


  Acceptance rate:    100 %

  Results are stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_urbanpct_f_district_spatial.res



  urbanpct_f_district_spatial_variance


  Acceptance rate:    100 %

  Estimation results for the variance component:

  Mean:             0.000274411
  Std. dev.:        0.00011141
  2.5% Quantile:    0.000127821
  10% Quantile:     0.000161283
  50% Quantile:     0.000252415
  90% Quantile:     0.000413116
  97.5% Quantile:   0.000549347

  Results for the variance component are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_urbanpct_f_district_spatial_var.res

  Estimation results for the smoothing parameter:

  Mean:             4180.5              (df: 0)
  Std. dev.:        1531.15
  2.5% Quantile:    1820.34             (df: 0)
  10% Quantile:     2420.63             (df: 0)
  50% Quantile:     3961.73             (df: 0)
  90% Quantile:     6200.29             (df: 0)
  97.5% Quantile:   7823.42             (df: 0)

  Results for the smoothing parameter are also stored in file
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_urbanpct_f_district_spatial_lambda.res

  Files of model summary: 

  --------------------------------------------------------------------------- 

  Batch file for visualizing effects of nonlinear functions is stored in file 
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_graphics.prg

  NOTE: 'input filename' must be substituted by the filename of the boundary-file 

  --------------------------------------------------------------------------- 

  Batch file for visualizing effects of nonlinear functions   in R is stored in file 
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_r.R

  --------------------------------------------------------------------------- 

  Latex file of model summaries is stored in file 
  /var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_model_summary.tex

  --------------------------------------------------------------------------- 

> b.getsample

Storing sampled parameters...
Sampled parameters are stored in file(s):

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_FixedEffects1_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_f_district_spatial_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_f_district_spatial_variance_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_unionpop_f_district_spatial_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_unionpop_f_district_spatial_variance_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_aapct_f_district_spatial_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_aapct_f_district_spatial_variance_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_urbanpct_f_district_spatial_sample.raw

/var/folders/p1/0_bpjw1104jdbqfjqfzsxt980000gn/T//RtmpbRejU4/bayesx/bayesx.estim_urbanpct_f_district_spatial_variance_sample.raw


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